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docs(benchmarks): update benchmark results
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‎BENCHMARKS.md‎

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### Insert Benchmark
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| language | backend | ngram_size | mean | stddev | iterations |
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|:-----------|:---------------------------------|-------------:|---------:|----------:|-------------:|
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| julia | SimString.jl | 2 | 78.0681 | 19.9229 | 100 |
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| julia | SimString.jl | 3 | 92.8811 | 19.3979 | 100 |
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| julia | SimString.jl | 4 | 110.738 | 25.2537 | 100 |
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| python | simstring-fast | 2 | 93.6316 | 4.42977 | 100 |
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| python | simstring-fast | 3 | 102.976 | 3.05012 | 100 |
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| python | simstring-fast | 4 | 113.633 | 4.29635 | 100 |
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| python | simstring-rust (python bindings) | 2 | 43.8156 | 0.952321 | 100 |
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| python | simstring-rust (python bindings) | 3 | 51.7124 | 1.9042 | 100 |
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| python | simstring-rust (python bindings) | 4 | 54.9175 | 2.37961 | 100 |
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| ruby | simstring-pure | 2 | 642.878 | 13.8048 | 32 |
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| ruby | simstring-pure | 3 | 718.182 | 15.4045 | 28 |
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| ruby | simstring-pure | 4 | 828.487 | 29.3405 | 25 |
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| rust | simstring-rust (native) | 2 | 40.0508 | 1.01883 | 100 |
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| rust | simstring-rust (native) | 3 | 46.6417 | 1.4244 | 100 |
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| rust | simstring-rust (native) | 4 | 48.8892 | 1.49151 | 100 |
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| julia | SimString.jl | 2 | 79.4617 | 19.0784 | 100 |
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| julia | SimString.jl | 3 | 95.7607 | 21.4179 | 100 |
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| julia | SimString.jl | 4 | 108.437 | 27.5091 | 100 |
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| python | simstring-fast | 2 | 86.165 | 2.05248 | 100 |
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| python | simstring-fast | 3 | 99.6676 | 2.2194 | 100 |
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| python | simstring-fast | 4 | 108.616 | 2.54314 | 100 |
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| python | simstring-rust (python bindings) | 2 | 42.1726 | 0.384666 | 100 |
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| python | simstring-rust (python bindings) | 3 | 50.1308 | 0.393955 | 100 |
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| python | simstring-rust (python bindings) | 4 | 51.6973 | 0.474332 | 100 |
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| ruby | simstring-pure | 2 | 631.847 | 7.34931 | 32 |
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| ruby | simstring-pure | 3 | 681.034 | 4.68736 | 30 |
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| ruby | simstring-pure | 4 | 786.047 | 13.0582 | 26 |
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| rust | simstring-rust (native) | 2 | 39.4637 | 0.508362 | 100 |
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| rust | simstring-rust (native) | 3 | 45.139 | 0.848311 | 100 |
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| rust | simstring-rust (native) | 4 | 47.3661 | 0.857524 | 100 |
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### Search Benchmark
3131
| language | backend | ngram_size | threshold | mean | stddev | iterations |
3232
|:-----------|:---------------------------------|-------------:|------------:|----------:|----------:|-------------:|
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| julia | SimString.jl | 2 | 0.6 | 360.486 | 4.2724 | 56 |
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| julia | SimString.jl | 2 | 0.7 | 229.552 | 3.87177 | 88 |
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| julia | SimString.jl | 2 | 0.8 | 127.14 | 2.7305 | 100 |
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| julia | SimString.jl | 3 | 0.6 | 294.264 | 7.05683 | 68 |
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| julia | SimString.jl | 3 | 0.7 | 195.451 | 3.46888 | 100 |
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| julia | SimString.jl | 3 | 0.8 | 115.729 | 2.90729 | 100 |
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| julia | SimString.jl | 4 | 0.6 | 270.442 | 3.99672 | 74 |
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| julia | SimString.jl | 4 | 0.7 | 183.574 | 3.31184 | 100 |
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| julia | SimString.jl | 4 | 0.8 | 108.826 | 2.53287 | 100 |
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| python | simstring-fast | 2 | 0.6 | 109.255 | 3.73757 | 100 |
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| python | simstring-fast | 2 | 0.7 | 49.1583 | 1.41151 | 100 |
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| python | simstring-fast | 2 | 0.8 | 20.8061 | 0.61701 | 100 |
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| python | simstring-fast | 2 | 0.9 | 8.8868 | 0.190633 | 100 |
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| python | simstring-fast | 3 | 0.6 | 80.3382 | 3.51648 | 100 |
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| python | simstring-fast | 3 | 0.7 | 36.0635 | 1.67761 | 100 |
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| python | simstring-fast | 3 | 0.8 | 17.2001 | 0.737502 | 100 |
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| python | simstring-fast | 3 | 0.9 | 9.04959 | 0.338692 | 100 |
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| python | simstring-fast | 4 | 0.6 | 68.9464 | 3.73935 | 100 |
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| python | simstring-fast | 4 | 0.7 | 34.0234 | 1.338 | 100 |
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| python | simstring-fast | 4 | 0.8 | 16.8507 | 0.765814 | 100 |
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| python | simstring-fast | 4 | 0.9 | 9.20671 | 0.176099 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.6 | 23.7164 | 1.32789 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.7 | 15.4669 | 0.958993 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.8 | 9.52562 | 0.500769 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.9 | 5.6285 | 0.296473 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.6 | 23.8179 | 2.59374 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.7 | 16.055 | 0.76464 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.8 | 10.3925 | 0.633953 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.9 | 6.41264 | 0.366771 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.6 | 23.9433 | 1.32113 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.7 | 17.3517 | 0.909 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.8 | 11.495 | 0.830301 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.9 | 7.15326 | 0.755035 | 100 |
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| ruby | simstring-pure | 2 | 0.6 | 802.7 | 6.8283 | 25 |
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| ruby | simstring-pure | 2 | 0.7 | 392.055 | 3.65507 | 52 |
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| ruby | simstring-pure | 2 | 0.8 | 181.683 | 2.78659 | 100 |
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| ruby | simstring-pure | 3 | 0.6 | 635.55 | 6.51415 | 32 |
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| ruby | simstring-pure | 3 | 0.7 | 315.828 | 3.77531 | 64 |
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| ruby | simstring-pure | 3 | 0.8 | 162.198 | 2.27044 | 100 |
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| ruby | simstring-pure | 4 | 0.6 | 575.495 | 3.53532 | 35 |
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| ruby | simstring-pure | 4 | 0.7 | 312.161 | 3.70109 | 65 |
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| ruby | simstring-pure | 4 | 0.8 | 166.441 | 2.24138 | 100 |
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| rust | simstring-rust (native) | 2 | 0.6 | 26.1109 | 0.482234 | 100 |
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| rust | simstring-rust (native) | 2 | 0.7 | 16.217 | 0.184673 | 100 |
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| rust | simstring-rust (native) | 2 | 0.8 | 9.19026 | 0.208494 | 100 |
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| rust | simstring-rust (native) | 2 | 0.9 | 4.89474 | 0.0522038 | 100 |
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| rust | simstring-rust (native) | 3 | 0.6 | 25.8429 | 0.714315 | 100 |
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| rust | simstring-rust (native) | 3 | 0.7 | 17.3532 | 0.362947 | 100 |
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| rust | simstring-rust (native) | 3 | 0.8 | 10.3124 | 0.136978 | 100 |
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| rust | simstring-rust (native) | 3 | 0.9 | 5.42541 | 0.0489081 | 100 |
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| rust | simstring-rust (native) | 4 | 0.6 | 26.8768 | 0.809987 | 100 |
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| rust | simstring-rust (native) | 4 | 0.7 | 19.3378 | 0.225091 | 100 |
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| rust | simstring-rust (native) | 4 | 0.8 | 11.6974 | 0.292511 | 100 |
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| rust | simstring-rust (native) | 4 | 0.9 | 6.14447 | 0.132832 | 100 |
33+
| julia | SimString.jl | 2 | 0.6 | 366.31 | 6.91355 | 55 |
34+
| julia | SimString.jl | 2 | 0.7 | 237.943 | 6.34515 | 85 |
35+
| julia | SimString.jl | 2 | 0.8 | 132.719 | 2.39195 | 100 |
36+
| julia | SimString.jl | 3 | 0.6 | 306.795 | 5.53782 | 66 |
37+
| julia | SimString.jl | 3 | 0.7 | 203.031 | 3.30104 | 99 |
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| julia | SimString.jl | 3 | 0.8 | 120.08 | 2.59947 | 100 |
39+
| julia | SimString.jl | 4 | 0.6 | 285.133 | 3.99396 | 71 |
40+
| julia | SimString.jl | 4 | 0.7 | 193.633 | 3.68958 | 100 |
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| julia | SimString.jl | 4 | 0.8 | 116.885 | 3.77547 | 100 |
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| python | simstring-fast | 2 | 0.6 | 98.7264 | 2.03931 | 100 |
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| python | simstring-fast | 2 | 0.7 | 45.3425 | 0.149054 | 100 |
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| python | simstring-fast | 2 | 0.8 | 19.7413 | 0.0976672 | 100 |
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| python | simstring-fast | 2 | 0.9 | 8.63839 | 0.0482343 | 100 |
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| python | simstring-fast | 3 | 0.6 | 73.6964 | 3.0622 | 100 |
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| python | simstring-fast | 3 | 0.7 | 33.383 | 0.168439 | 100 |
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| python | simstring-fast | 3 | 0.8 | 16.5914 | 0.0541549 | 100 |
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| python | simstring-fast | 3 | 0.9 | 8.74232 | 0.0295088 | 100 |
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| python | simstring-fast | 4 | 0.6 | 62.6919 | 3.7641 | 100 |
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| python | simstring-fast | 4 | 0.7 | 31.1239 | 0.150446 | 100 |
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| python | simstring-fast | 4 | 0.8 | 16.3182 | 0.0705874 | 100 |
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| python | simstring-fast | 4 | 0.9 | 9.12942 | 0.0447233 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.6 | 23.9246 | 1.30242 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.7 | 15.8074 | 1.93766 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.8 | 9.53657 | 0.583122 | 100 |
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| python | simstring-rust (python bindings) | 2 | 0.9 | 5.81269 | 0.35822 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.6 | 23.1262 | 1.23854 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.7 | 15.8928 | 0.781818 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.8 | 10.4319 | 0.644587 | 100 |
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| python | simstring-rust (python bindings) | 3 | 0.9 | 6.25945 | 0.301723 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.6 | 23.6913 | 1.25752 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.7 | 17.4235 | 0.954179 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.8 | 11.5232 | 0.711211 | 100 |
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| python | simstring-rust (python bindings) | 4 | 0.9 | 6.94543 | 0.365277 | 100 |
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| ruby | simstring-pure | 2 | 0.6 | 777.882 | 3.49654 | 26 |
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| ruby | simstring-pure | 2 | 0.7 | 382.805 | 1.21484 | 53 |
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| ruby | simstring-pure | 2 | 0.8 | 176.63 | 2.02855 | 100 |
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| ruby | simstring-pure | 3 | 0.6 | 620.913 | 8.33234 | 33 |
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| ruby | simstring-pure | 3 | 0.7 | 313.054 | 4.81966 | 64 |
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| ruby | simstring-pure | 3 | 0.8 | 159.562 | 3.7324 | 100 |
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| ruby | simstring-pure | 4 | 0.6 | 571.767 | 8.16534 | 35 |
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| ruby | simstring-pure | 4 | 0.7 | 311.603 | 3.40965 | 65 |
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| ruby | simstring-pure | 4 | 0.8 | 168.893 | 2.14236 | 100 |
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| rust | simstring-rust (native) | 2 | 0.6 | 26.0061 | 0.502447 | 100 |
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| rust | simstring-rust (native) | 2 | 0.7 | 16.1657 | 0.416728 | 100 |
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| rust | simstring-rust (native) | 2 | 0.8 | 9.09411 | 0.0510843 | 100 |
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| rust | simstring-rust (native) | 2 | 0.9 | 4.83891 | 0.0493634 | 100 |
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| rust | simstring-rust (native) | 3 | 0.6 | 25.6464 | 0.558403 | 100 |
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| rust | simstring-rust (native) | 3 | 0.7 | 17.2494 | 0.317596 | 100 |
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| rust | simstring-rust (native) | 3 | 0.8 | 10.3709 | 0.434024 | 100 |
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| rust | simstring-rust (native) | 3 | 0.9 | 5.40883 | 0.0437669 | 100 |
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| rust | simstring-rust (native) | 4 | 0.6 | 26.6805 | 0.674518 | 100 |
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| rust | simstring-rust (native) | 4 | 0.7 | 19.2885 | 0.360781 | 100 |
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| rust | simstring-rust (native) | 4 | 0.8 | 11.7671 | 0.564141 | 100 |
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| rust | simstring-rust (native) | 4 | 0.9 | 6.15824 | 0.0970846 | 100 |
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